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1. Survey-of-Quantization-Formats Survey-of-Quantization-Formats Public

   A survey of modern quantization formats (e.g., MXFP8, NVFP4) and inference optimization tools (e.g., TorchAO, GemLite), illustrated through the example of Llama-3.1 inference.

   Python 7

2. Inference-Profiling-and-Optimization-Worklog Inference-Profiling-and-Optimization-Worklog Public

   Explore commonly faced profiling scenarios and bottlenecks, and develop an intuition for profiling LLMs, VLMs, and Diffusion Models.

   Python 2

3. Noise-Modeling-for-Bioacoustics-with-Contrastive-SSL Noise-Modeling-for-Bioacoustics-with-Contrastive-SSL Public

   Jupyter Notebook 1

4. serre-lab/Warped serre-lab/Warped Public

   Personal toolbox for image Warping

   Python 4

5. Automatic-Emotion-Recognition-on-DEAP-Dataset Automatic-Emotion-Recognition-on-DEAP-Dataset Public

   The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs and Cascaded CNNs with LSTMs.

   Jupyter Notebook 59 11

6. NCCL-From-First-Principles NCCL-From-First-Principles Public

   NCCL communication API layer, and transport layer created from first principles.

   C++ 13